AI Engineering Fundamentals

AI Engineering Fundamentals
https://WebToolTip.com
Released 4/2026

By Scott Moss

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 11 Lessons ( 11h 35m ) | Size: 3.6 GB
Become an AI Engineer
Key Takeaways
By participating along with us in the workshop, you'll learn

Understand how AI Engineering differs from ML engineering, and why evals are your new test suite

Build a stateful chat agent on Cloudflare Workers using the Agents SDK

Write golden datasets, build automated scorers, and run eval suites that catch regressions

Master contenxt engineering, curating exactly the right tokens for your model at inference time

Implement sandboxed code execution, tool search for large tool libraries, and few-shot tool examples

Add RAG with Cloudflare Vectorize so your agent draws on real domain knowledge

Build a React chat interface that handles streaming tokens, tool call status, generative UI, and human-in-the-loop flows

Go beyond the basic agent loop with research-backed patterns like Observe-Predict-Update, multi-agent handoffs, and voting

Capture user corrections as eval data and build feedback loops that make your agent better with every interaction